Title :
A skin response estimation and suppression technique for radar-based microwave breast imaging applications
Author :
Maklad, Batoul ; Curtis, Charlotte ; Fear, Elise ; Messier, Geoff
Author_Institution :
Dept. of Electr. & Comput. Eng., Univ. of Calgary, Calgary, AB, Canada
Abstract :
Radar-based microwave imaging shows promise as a complementary technique to assist with diagnosing breast cancer. However, the recorded signals are dominated by a reflection from the skin, dwarfing reflections resulting from internal variations such as tumours. Therefore, suppression of the skin response is a key element in microwave image formation. This work combines neighbourhood selection and skin dominant window identification techniques with an adaptive filtering algorithm, resulting in a skin suppression method that is robust to variations in both geometry and dielectric properties. The algorithm was tested on four realistic 3D numerical models of varying complexity and was proven effective at suppressing the skin response while preserving the tumour response in all cases.
Keywords :
adaptive filters; dielectric properties; medical image processing; microwave imaging; radar imaging; adaptive filtering algorithm; breast cancer diagnosis; dielectric properties; dwarfing reflections; microwave image formation; neighbourhood selection technique; radar-based microwave breast imaging applications; realistic 3D numerical models; skin dominant window identification technique; skin response estimation technique; skin response suppression technique; tumour response preservation; Antennas; Breast; Microwave imaging; Radar imaging; Skin; Tumors;
Conference_Titel :
Antennas and Propagation (EUCAP), 2012 6th European Conference on
Conference_Location :
Prague
Print_ISBN :
978-1-4577-0918-0
Electronic_ISBN :
978-1-4577-0919-7
DOI :
10.1109/EuCAP.2012.6206160